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. Author manuscript; available in PMC: 2022 May 13.
Published in final edited form as: Proc IEEE Int Conf Data Min. 2021 Dec;2021:1132–1137. doi: 10.1109/icdm51629.2021.00134

Fig. 2.

Fig. 2.

Overview of our Supervised Patient-Metadata Based Contrastive Augmentation. Positive and Negative Keys are constructed using Patient Metadata (association of patient id with chest X-rays) and Supervised disease labels of chest X-rays.